youtube_recommender_system/detailed_solution

Solution Details


Once you have established a high-level architecture, it's time to dive into the low-level details of the system. In any system design interview, you are expected to address five major components:

  • Dataset Creation
  • Model Training
  • Metrics both model training metrics and business impact metrics
  • Model Deployment
  • Monitoring

We will now discuss each of these components in detail.